# Estimation of Genetic Parameters of Reproductive Traits in Holstein Cattle from Southern China

**Authors:** Wenjie Li, Shuwen Xia, Yanming Quan, Yangyang Shen, Weining Li, Kunlin Chen, Zhenjiang An, Yingying Jiang, Zengxiang Pan, Huili Wang

PMC · DOI: 10.3390/ani16040604 · Animals : an Open Access Journal from MDPI · 2026-02-14

## TL;DR

This study estimates genetic parameters for reproductive traits in Holstein cattle from southern China, finding that heifers have higher genetic potential for these traits than multiparous cows.

## Contribution

The study provides region-specific genetic insights for Holstein cattle in southern China, emphasizing the importance of management over genetics for multiparous cows.

## Key findings

- Heifers showed higher genetic potential for reproductive traits compared to multiparous cows.
- Reproductive traits in multiparous cows have low heritability, indicating strong environmental influences.
- Strong genetic correlations were observed among functionally related reproductive traits in multiparous cows.

## Abstract

Reproductive performance directly affects the productivity and profit of dairy farms. To support region-specific breeding, this study estimated the genetic parameters for key reproductive traits in Holstein cattle from southern China. Analysis of over 117,000 records from 44,861 cows showed that heifers had better reproductive efficiency and higher genetic potential for these traits than multiparous cows. In multiparous cows, reproductive traits were found to have very low genetic heritability, meaning they are influenced more by farm management and environment than by genetics. This provides clear guidance: genetic selection for reproductive efficiency should be prioritized in heifer breeding programs, while for multiparous cows, investment should focus on optimizing nutritional, health, and environmental management to improve reproductive outcomes.

Reproductive performance is a critical determinant of dairy farm productivity and profitability. This study aimed to estimate genetic parameters for key reproductive traits in Holstein cattle from southern China. Phenotypic data comprising 117,514 records from 44,861 cows across eight farms were analyzed. Genetic parameters were estimated separately for heifers and multiparous cows using single-trait animal and repeatability models via the AI-REML module in DMU. Bivariate and multi-trait models were employed to estimate trait correlations within and across parity groups, respectively. The results indicate that heifers generally exhibited superior reproductive efficiency compared to multiparous cows. Heritability estimates ranged from 0.04 to 0.47 in heifers, with age at first service (AFS) being the highest (0.47 ± 0.02), while estimates for multiparous cows were consistently low (0.03–0.14). Strong genetic correlations were observed among functionally related traits, particularly in multiparous cows. For example, high positive genetic correlations were detected between Number of Services (NSc) and Interval from First to Last Service (IFLc, 0.91), NSc and Days Open (DO, 0.87), Interval from First to Last Service (IFLc) and Calving Interval (CI, 0.94), and IFLc and DO (0.96). Multi-trait analysis revealed moderate genetic correlations (0.13–0.85) for the same trait across heifers and different cow parities, with gestation length (GL) showing the strongest correlation (0.99) across all parities. The findings confirm that most reproductive traits in this population, especially in multiparous cows, exhibit low heritability and are strongly influenced by management and environment. This study thereby delivers practical guidance for the genetic improvement of low-heritability traits and for the production management of Holstein cattle in southern China.

## Full-text entities

- **Genes:** CALB2 (calbindin 2) [NCBI Gene 513947]
- **Diseases:** metabolic disorders (MESH:D008659), CI (MESH:D048089), NS (MESH:D007674), IFL (MESH:D061219), infertility (MESH:D007246), injury to (MESH:D014947)
- **Chemicals:** GL (-)
- **Species:** Bos taurus (bovine, species) [taxon 9913], Homo sapiens (human, species) [taxon 9606], Medicago sativa (alfalfa, species) [taxon 3879], Glycine max (soybean, species) [taxon 3847]

## Full text

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## Figures

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## References

74 references — full list in the complete paper: https://tomesphere.com/paper/PMC12937224/full.md

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Source: https://tomesphere.com/paper/PMC12937224